5-Gram Unified Event Model

Abstract:

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In this paper, a 5-gram unified event model (UEM5) is presented, which facilitates user session identification and provides better quality data for mining algorithms. Experimental results show that UEM5 is a high quality data source and has favorable online logging and offline mining performance. It can be well applied in E-commerce applications, including Web personalization, recommendation and business intelligence.

Info:

Periodical:

Edited by:

Shengyi Li, Yingchun Liu, Rongbo Zhu, Hongguang Li, Wensi Ding

Pages:

1319-1322

DOI:

10.4028/www.scientific.net/AMM.34-35.1319

Citation:

X. Y. Zou "5-Gram Unified Event Model", Applied Mechanics and Materials, Vols. 34-35, pp. 1319-1322, 2010

Online since:

October 2010

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Price:

$35.00

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